161 citations · 490 across the 47 of their papers we have counts for
6 papers · 1 filter
Distributed online constrained convex optimization with event-triggered communication
Kunpeng Zhang, Xinlei Yi, Yuzhe Li +3
This paper focuses on the distributed online convex optimization problem with time-varying inequality constraints over a network of agents, where each agent collaborates with its n…
Compressed Gradient Tracking Algorithms for Distributed Nonconvex Optimization
Lei Xu, Xinlei Yi, Guanghui Wen +3
In this paper, we study the distributed nonconvex optimization problem, which aims to minimize the average value of the local nonconvex cost functions using local information excha…
Differentially Private and Communication-Efficient Distributed Nonconvex Optimization Algorithms
Antai Xie, Xinlei Yi, Xiaofan Wang +2
This paper studies the privacy-preserving distributed optimization problem under limited communication, where each agent aims to keep its cost function private while minimizing the…
Asymmetric Feedback Learning in Online Convex Games
Zifan Wang, Xinlei Yi, Yi Shen +2
This paper considers convex games involving multiple agents that aim to minimize their own cost functions using locally available information. A common assumption in the study of s…
Distributed Online Convex Optimization with Adversarial Constraints: Reduced Cumulative Constraint Violation Bounds under Slater's Condition
Xinlei Yi, Xiuxian Li, Tao Yang +4
This paper considers distributed online convex optimization with adversarial constraints. In this setting, a network of agents makes decisions at each round, and then only a portio…
Compressed Differentially Private Distributed Optimization with Linear Convergence
Antai Xie, Xinlei Yi, Xiaofan Wang +2
This paper addresses the problem of differentially private distributed optimization under limited communication, where each agent aims to keep their cost function private while min…